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AI Lab

Interactive demonstrations of production AI patterns.

Client work stays confidential, so the lab exists to show the mechanics: retrieval pipelines, agent graphs, document extraction and AutoML flows you can actually click through. Each build is labelled honestly — live, prototype or experiment.

SANDBOXPIPELINE / 04
PrototypeFeatured

RAG Playground

Upload a document, watch it get chunked and embedded, then ask questions and inspect exactly which passages grounded the answer.

  • LangChain
  • Vector DB
  • LLM
SANDBOXPIPELINE / 04
PrototypeFeatured

AI Agent Workflow

Step through a LangGraph-style agent as it plans, calls tools and recovers from failures — with the state visible at every node.

  • LangGraph
  • Tools
  • State machine
SANDBOXPIPELINE / 04
Prototype

AI Sales Agent Simulator

A sanitised simulation of an outbound sales agent: lead intake, personalised email drafting, reply classification and scheduling, using dummy data.

  • LangGraph
  • LLM
  • Gmail-style API
SANDBOXPIPELINE / 04
Prototype

YouTube Intelligence

Paste a video link, get a transcript index and ask context-aware questions with segment references.

  • Transcription
  • BGE-M3
  • Pinecone
  • Gemini
SANDBOXPIPELINE / 04
Prototype

Document Intelligence

Detect, OCR and structure fields from labels and forms — a public-data version of the parcel-processing pipeline.

  • YOLOv8
  • PaddleOCR
  • FastAPI
SANDBOXPIPELINE / 04
PrototypeFeatured

ML AutoPilot

Drop in a CSV and get profiling, feature selection and a validated regression, forecast or anomaly model — one click.

  • Scikit-learn
  • XGBoost
  • Statistics
SANDBOXPIPELINE / 04
Experiment

Agent Workflow Visualizer

Render any agent graph as an animated diagram and replay a run node by node.

  • Graph rendering
  • Animation
  • Agent traces